Local Vulnerability Research Pipeline Architecture and Guide

Local Vulnerability Research Pipeline Architecture and Operational Overview Modern vulnerability research requires processing massive streams of threat intelligence, security advisories, vulnerability disclosures, patch diffs, and proof-of-concept code. Security...

Automating Procurement Analysis with the rag-tender Framework

Automating Procurement Analysis with rag-tender: An Enterprise RAG Framework Public procurement notices, requests for proposals (RFPs), and complex technical tender packages present substantial operational challenges for commercial enterprises, bidding teams, and...

Architectural Overview of CrabRAG Framework

Architectural Overview of CrabRAG and Next-Generation Retrieval-Augmented Generation Retrieval-Augmented Generation (RAG) has rapidly established itself as a foundational architectural pattern for grounding large language models (LLMs) in verifiable external,...

A Guide to Awesome Long Horizon Agents in AI Research

Introduction to Long-Horizon Agents and the RUC-NLPIR Repository As Large Language Models (LLMs) and Large Multimodal Models (LMMs) transition from basic single-turn text generators into dynamic, real-world autonomous systems, long-horizon decision-making has emerged...

Custom Webflow Development with Slater by Hikari Systems

Modern Webflow Engineering and the Role of Slater by Hikari Systems Visual content management systems and layout engines like Webflow have transformed web design and site publishing. By providing engineers and designers with direct manipulation of the Document Object...